Mode choice analysis is commonly used to examine travelers' behaviors in choosing their daily travel mode. Logistic regression, also known as Logit model, is widely used to model dichotomous outcome variable. In this assignment, you are given a set of survey data on traveler mode choice. Analyze the data using logistic regression. The general work procedure is as follows: i. Categorized the age and income in groups. ii. Run the box-plot to anticipate the expected results. iii. Analyze the data using logistic regressing method. iv. Interpret the results. Prepare the power-point presentation. V. Mode Mode 1 Gender Age 0 0 0 0 1 1 0 0 0 0 1 0 2 1 0 1 0 2 2 0 1 1 2 880 Gender Income 22 1 1 12 0 13 o 14 1 14 0 14 0 25 1 25 0 17 27 18 0 18 1 19 1 762 19 2 19 1 1024 19 1 743 21 0 750 21 0 618 21 0 1103 22 0 1142 23 0 1124 25 2 25 0 828 26 o 2019 27 1 1457 27 0 2293 28 2 1955 29 0 2647 30 1 2503 30 0 2154 31 1 2146 34 1 1969 34 > 1 1129 35 1 37 2 2469 37 0 2600 39 1 2379 40 0 2858 40 0 1171 40 1 1523 41 0 24.40 42 0 2727 42 1 906 45 0 2389 46 0 1919 1 2512 1 0 0 0 1 0 0 0 1 1 0 2 1 0 0 1 0 1 0 2 1 1 1 Mode choice analysis is commonly used to examine travelers' behaviors in choosing their daily travel mode. Logistic regression, also known as Logit model, is widely used to model dichotomous outcome variable. In this assignment, you are given a set of survey data on traveler mode choice. Analyze the data using logistic regression. The general work procedure is as follows: i. Categorized the age and income in groups. ii. Run the box-plot to anticipate the expected results. iii. Analyze the data using logistic regressing method. iv. Interpret the results. Prepare the power-point presentation. V. Mode Mode 1 Gender Age 0 0 0 0 1 1 0 0 0 0 1 0 2 1 0 1 0 2 2 0 1 1 2 880 Gender Income 22 1 1 12 0 13 o 14 1 14 0 14 0 25 1 25 0 17 27 18 0 18 1 19 1 762 19 2 19 1 1024 19 1 743 21 0 750 21 0 618 21 0 1103 22 0 1142 23 0 1124 25 2 25 0 828 26 o 2019 27 1 1457 27 0 2293 28 2 1955 29 0 2647 30 1 2503 30 0 2154 31 1 2146 34 1 1969 34 > 1 1129 35 1 37 2 2469 37 0 2600 39 1 2379 40 0 2858 40 0 1171 40 1 1523 41 0 24.40 42 0 2727 42 1 906 45 0 2389 46 0 1919 1 2512 1 0 0 0 1 0 0 0 1 1 0 2 1 0 0 1 0 1 0 2 1 1 1